Package: rioja 1.0-7

Steve Juggins

rioja: Analysis of Quaternary Science Data

Constrained clustering, transfer functions, and other methods for analysing Quaternary science data.

Authors:Steve Juggins [aut, cre]

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rioja.pdf |rioja.html
rioja/json (API)

# Install 'rioja' in R:
install.packages('rioja', repos = c('https://nsj3.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/nsj3/rioja/issues

Uses libs:
  • c++– GNU Standard C++ Library v3
Datasets:
  • IK - Imbrie and Kipp foraminifera data
  • Ponds - Southeast England ponds and pools diatom and water chemistry dataset.
  • RLGH - Diatom stratigraphic data from the Round Loch of Glenhead, Galloway, Southwest Scotland
  • SWAP - SWAP surface sediment diatom data and lake-water pH.
  • aber - Abernethy Forest pollen data

On CRAN:

7.12 score 10 stars 3 packages 187 scripts 1.6k downloads 24 mentions 51 exports 8 dependencies

Last updated 2 months agofrom:59e9a87e71. Checks:OK: 9. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 08 2024
R-4.5-win-x86_64OKNov 08 2024
R-4.5-linux-x86_64OKNov 08 2024
R-4.4-win-x86_64OKNov 08 2024
R-4.4-mac-x86_64OKNov 08 2024
R-4.4-mac-aarch64OKNov 08 2024
R-4.3-win-x86_64OKNov 08 2024
R-4.3-mac-x86_64OKNov 08 2024
R-4.3-mac-aarch64OKNov 08 2024

Exports:.check.data.crossval.get.rand.max.bias.mono.fit.mono.predict.performance.predict.print.crossval.print.performance.r2.rmse.set.rand.seedaddClustZoneaddZonebstickchclustcommunalitycompare.datasetscrossvaldotdummy2factorfigCnvtHill.N2hullsIKFAIKFA.fitinkspotinterp.datasetLWRmake.dummyMATMergeMLRCMLRC.fitMLRC2MLRC2.fitMRMR.fitpaldistpaldist2performancerand.t.testrandomPTFsite.summsp.summstrat.plotWAWA.fitWAPLSWAPLS.fit

Dependencies:clusterlatticeMASSMatrixmgcvnlmepermutevegan

Readme and manuals

Help Manual

Help pageTopics
Analysis of Quaternary Science Datarioja-package rioja
Abernethy Forest pollen dataaber
Constrained hierarchical clusteringbstick bstick.chclust chclust plot.chclust
Compare datasets for matching variables (species)compare.datasets plot.compare.datasets
Graphic utilities.figCnvt hulls
Imbrie and Kipp foraminifera dataIK
Imbrie & Kipp Factor Analysiscoef.IKFA communality crossval.IKFA fitted.IKFA IKFA IKFA.fit performance.IKFA plot.IKFA predict.IKFA print.IKFA rand.t.test.IKFA residuals.IKFA screeplot.IKFA summary.IKFA
Two-way ordered bubble plot of a species by sites data tableinkspot
Interpolate a datasetinterp.dataset
Weighted averaging (LWR) regression and calibrationcoef.LWR crossval.LWR fitted.LWR LWR LWR.fit performance.LWR plot.LWR predict.LWR print.LWR residuals.LWR summary.LWR
Palaeoenvironmental reconstruction using the Modern Analogue Technique (MAT)crossval.MAT fitted.MAT MAT paldist paldist2 performance.MAT plot.MAT predict.MAT print.MAT residuals.MAT screeplot.MAT summary.MAT
Merges two or more data frames on the basis of common column names.Merge
Palaeoenvironmental reconstruction using Maximum Likelihood Response Surfacescoef.MLRC crossval.MLRC fitted.MLRC MLRC MLRC.fit performance.MLRC plot.MLRC predict.MLRC print.MLRC residuals.MLRC summary.MLRC
Palaeoenvironmental reconstruction using Maximum Likelihood Response Surfacescoef.MLRC2 fitted.MLRC2 MLRC2 MLRC2.fit performance.MLRC2 predict.MLRC2 print.MLRC2 residuals.MLRC2 summary.MLRC2
Multiple regressioncoef.MR crossval.MR fitted.MR MR MR.fit performance.MR plot.MR predict.MR print.MR residuals.MR summary.MR
Southeast England ponds and pools diatom and water chemistry dataset.Ponds
Palaeoecological transfer functionscrossval crossval.default performance performance.default rand.t.test rand.t.test.default
Random transfer functions to calculate variable importanceplot.randomPTF print.randomPTF randomPTF
Diatom stratigraphic data from the Round Loch of Glenhead, Galloway, Southwest ScotlandRLGH
Plot a stratigraphic diagramaddClustZone addZone strat.plot
SWAP surface sediment diatom data and lake-water pH.SWAP
Utility functions.dot dot.data.frame dot.default dummy2factor Hill.N2 make.dummy site.summ sp.summ
Weighted averaging (WA) regression and calibrationcoef.WA crossval.WA fitted.WA performance.WA plot.WA predict.WA print.WA rand.t.test.WA residuals.WA summary.WA WA WA.fit
Weighted averaging partial least squares (WAPLS) regression and calibrationcoef.WAPLS crossval.WAPLS fitted.WAPLS performance.WAPLS plot.WAPLS predict.WAPLS print.WAPLS rand.t.test.WAPLS residuals.WAPLS screeplot.WAPLS summary.WAPLS WAPLS WAPLS.fit